메뉴 건너뛰기




Volumn 9, Issue 1, 2006, Pages 7-34

Rapid modeling and discovery of priority dispatching rules: An autonomous learning approach

Author keywords

Genetic programming; Priority dispatching rules; Rule discovery; Single machine

Indexed keywords

ARTIFICIAL INTELLIGENCE; COMPUTER SIMULATION; LEARNING SYSTEMS; MACHINE COMPONENTS; MATHEMATICAL MODELS; PRODUCTION; SUSTAINABLE DEVELOPMENT;

EID: 30344458483     PISSN: 10946136     EISSN: None     Source Type: Journal    
DOI: 10.1007/s10951-006-5591-8     Document Type: Review
Times cited : (158)

References (66)
  • 4
    • 0002651837 scopus 로고
    • An overview of evolutionary algorithms for parameter optimization
    • Back, T. and H.-P. Schwefel, "An overview of evolutionary algorithms for parameter optimization," Evolutionary Computation, 1, 1-23 (1993).
    • (1993) Evolutionary Computation , vol.1 , pp. 1-23
    • Back, T.1    Schwefel, H.-P.2
  • 8
    • 0002009274 scopus 로고
    • A dynamic priority rule for scheduling against due dates
    • Baker, K. R. and J. W. M. Bertrand, "A dynamic priority rule for scheduling against due dates," Journal of Operations Management, 3, 37-42 (1982).
    • (1982) Journal of Operations Management , vol.3 , pp. 37-42
    • Baker, K.R.1    Bertrand, J.W.M.2
  • 10
    • 0003347011 scopus 로고
    • Dispatching
    • Salvendy, G. (ed.), John Wiley and Sons, New York, NY
    • Bhaskaran, K. and M. Pinedo, Dispatching, in Salvendy, G. (ed.), Handbook of Industrial Engineering, John Wiley and Sons, New York, NY, 1992 pp. 2184-2198.
    • (1992) Handbook of Industrial Engineering , pp. 2184-2198
    • Bhaskaran, K.1    Pinedo, M.2
  • 13
    • 0000165767 scopus 로고
    • An algorithm for solving the job-shop problem
    • Carlier, J. and E. Pinson, "An algorithm for solving the job-shop problem," Management Science, 35, 164-176 (1988).
    • (1988) Management Science , vol.35 , pp. 164-176
    • Carlier, J.1    Pinson, E.2
  • 14
    • 0030217535 scopus 로고    scopus 로고
    • Ranking dispatching rules by data envelopment analysis in a job shop environment
    • Chang, Y.-L., T. Sueyoshi, and R. S. Sullivan, "Ranking dispatching rules by data envelopment analysis in a job shop environment," IIE Transactions, 28, 631-642 (1996).
    • (1996) IIE Transactions , vol.28 , pp. 631-642
    • Chang, Y.-L.1    Sueyoshi, T.2    Sullivan, R.S.3
  • 15
    • 0032599591 scopus 로고    scopus 로고
    • A tutorial survey of job-shop scheduling problems using genetic algorithms: Part II. Hybrid genetic search strategies
    • Cheng, R., M. Gen, and Y. Tsujimura, "A tutorial survey of job-shop scheduling problems using genetic algorithms: Part II. Hybrid genetic search strategies," Computers and Industrial Engineering, 39, 51-55 (1999).
    • (1999) Computers and Industrial Engineering , vol.39 , pp. 51-55
    • Cheng, R.1    Gen, M.2    Tsujimura, Y.3
  • 16
    • 0029404744 scopus 로고
    • A learning-based methodology for dynamic scheduling in distributed manufacturing systems
    • Chiu, C. and Y. Yih, "A learning-based methodology for dynamic scheduling in distributed manufacturing systems," International Journal of Production Research, 33, 3217-3232 (1995).
    • (1995) International Journal of Production Research , vol.33 , pp. 3217-3232
    • Chiu, C.1    Yih, Y.2
  • 17
    • 0002258659 scopus 로고
    • A representation for the adaptive generation of simple sequential programs
    • Grefenstette, J.J., ed., Lawrence Erlbaum Associates, Hillsdale, NJ
    • Cramer, N. L., "A representation for the adaptive generation of simple sequential programs," in Grefenstette, J.J., ed., Proceedings of the First International Conference on Genetic Algorithms and Their Applications, 183-187, Lawrence Erlbaum Associates, Hillsdale, NJ (1985).
    • (1985) Proceedings of the First International Conference on Genetic Algorithms and Their Applications , pp. 183-187
    • Cramer, N.L.1
  • 20
    • 34250090619 scopus 로고
    • Learning with genetic algorithms: An overview
    • De Jong, K. A., "Learning with genetic algorithms: An overview," Machine Learning, 3, 121-138 (1988).
    • (1988) Machine Learning , vol.3 , pp. 121-138
    • De Jong, K.A.1
  • 23
    • 0029215084 scopus 로고
    • Evolution based learning in a job shop scheduling environment
    • Dorndorf, U. and E. Pesch, "Evolution based learning in a job shop scheduling environment," Computers and Operations Research, 22, 25-40 (1995).
    • (1995) Computers and Operations Research , vol.22 , pp. 25-40
    • Dorndorf, U.1    Pesch, E.2
  • 24
    • 0041083148 scopus 로고    scopus 로고
    • Scheduling of manufacturing systems under dual-resource constraints using genetic algorithms
    • ElMaraghy, H., V. Patel, and I. Ben Abdallah, "Scheduling of manufacturing systems under dual-resource constraints using genetic algorithms," Journal of Manufacturing Systems, 19, 186-201 (2000).
    • (2000) Journal of Manufacturing Systems , vol.19 , pp. 186-201
    • ElMaraghy, H.1    Patel, V.2    Ben Abdallah, I.3
  • 26
    • 0000965956 scopus 로고
    • Heuristics in job shop scheduling
    • Gere, Jr., W. S., "Heuristics in job shop scheduling," Management Science, 13, 167-190 (1966).
    • (1966) Management Science , vol.13 , pp. 167-190
    • Gere Jr., W.S.1
  • 29
    • 34249973653 scopus 로고
    • A survey of priority rule-based scheduling
    • Haupt, R., "A survey of priority rule-based scheduling," OR Spektrum, 11, 3-16 (1989).
    • (1989) OR Spektrum , vol.11 , pp. 3-16
    • Haupt, R.1
  • 31
    • 0000746883 scopus 로고
    • Escaping brittleness: The possibilities of general-purpose learning algorithms applied to parallel rule-based systems
    • Holland, J. H., "Escaping brittleness: The possibilities of general-purpose learning algorithms applied to parallel rule-based systems," Machine Learning: An Artificial Intelligence Approach, 2, 48-78 (1986).
    • (1986) Machine Learning: An Artificial Intelligence Approach , vol.2 , pp. 48-78
    • Holland, J.H.1
  • 32
    • 0001666176 scopus 로고
    • Cognitive systems based on adaptive algorithms
    • Waterman, D.A. and Hayes-Roth, F. (eds.), Academic Press, New York, NY
    • Holland, J. H. and J. S. Reitman, "Cognitive systems based on adaptive algorithms," in Waterman, D.A. and Hayes-Roth, F. (eds.), Pattern-Directed Inference Systems, Academic Press, New York, NY, 1978, 313-329.
    • (1978) Pattern-directed Inference Systems , pp. 313-329
    • Holland, J.H.1    Reitman, J.S.2
  • 34
    • 38149058172 scopus 로고
    • Scheduling algorithms for a single batch processing machine
    • Ikura, Y. and M. Gimple, "Scheduling algorithms for a single batch processing machine," Operations Research Letters, 5, 61-65 (1986).
    • (1986) Operations Research Letters , vol.5 , pp. 61-65
    • Ikura, Y.1    Gimple, M.2
  • 35
    • 0042182628 scopus 로고
    • Scheduling a production line to minimize maximum tardiness
    • Management Science Research Project, University of California at Los Angeles, Los Angeles, CA
    • Jackson, J. R., Scheduling a Production Line to Minimize Maximum Tardiness, Research Report 43, Management Science Research Project, University of California at Los Angeles, Los Angeles, CA (1955).
    • (1955) Research Report , vol.43
    • Jackson, J.R.1
  • 36
    • 0003075019 scopus 로고
    • Optimal two- And three-stage production schedules with setup times included
    • Johnson, S. M., "Optimal two- and three-stage production schedules with setup times included," Naval Research Logistics Quarterly, 1, 61-68, (1954).
    • (1954) Naval Research Logistics Quarterly , vol.1 , pp. 61-68
    • Johnson, S.M.1
  • 39
    • 0004139981 scopus 로고
    • Hierarchical genetic algorithms operating on populations of computer programs
    • Morgan Kaufman, San Mateo, CA
    • Koza, J. R., "Hierarchical genetic algorithms operating on populations of computer programs," in Proceedings of the 11th International Joint Conference on Artificial Intelligence, 1, Morgan Kaufman, San Mateo, CA, 1989, pp. 768-774.
    • (1989) Proceedings of the 11th International Joint Conference on Artificial Intelligence , vol.1 , pp. 768-774
    • Koza, J.R.1
  • 43
    • 0032003105 scopus 로고    scopus 로고
    • Minimizing total tardiness on a batch processing machine with incompatible job families
    • Mehta, S. V. and R. Uzsoy, "Minimizing total tardiness on a batch processing machine with incompatible job families," IIE Transactions, 30, 165-178 (1998).
    • (1998) IIE Transactions , vol.30 , pp. 165-178
    • Mehta, S.V.1    Uzsoy, R.2
  • 46
    • 0033101911 scopus 로고    scopus 로고
    • A genetic algorithm methodology for complex scheduling problems
    • Norman, B. and J. Bean, "A genetic algorithm methodology for complex scheduling problems," Naval Research Logistics, 46, 199-211, (1999).
    • (1999) Naval Research Logistics , vol.46 , pp. 199-211
    • Norman, B.1    Bean, J.2
  • 47
    • 0000961185 scopus 로고    scopus 로고
    • Random keys genetic algorithm for job shop scheduling
    • Norman, B. and J. Bean, "Random keys genetic algorithm for job shop scheduling," Engineering Design and Automation, 3, 145-156, (1997).
    • (1997) Engineering Design and Automation , vol.3 , pp. 145-156
    • Norman, B.1    Bean, J.2
  • 49
    • 0028585426 scopus 로고
    • Exploiting shop floor status information to schedule complex job shops
    • Ovacik, I. M. and R. M. Uzsoy, "Exploiting shop floor status information to schedule complex job shops," Journal of Manufacturing Systems, 13, 73-84 (1994).
    • (1994) Journal of Manufacturing Systems , vol.13 , pp. 73-84
    • Ovacik, I.M.1    Uzsoy, R.M.2
  • 52
    • 0031165072 scopus 로고    scopus 로고
    • Dynamic selection of dispatching rules for manufacturing system scheduling
    • Pierreval, H. and N. Mebarki, "dynamic selection of dispatching rules for manufacturing system scheduling," International Journal of Production Research, 35, 1575-1591, 1997.
    • (1997) International Journal of Production Research , vol.35 , pp. 1575-1591
    • Pierreval, H.1    Mebarki, N.2
  • 57
    • 0023437076 scopus 로고
    • A comparative analysis of the covert job sequencing rule using various shop performance measures
    • Russell, R. S., E. M. Dar-El, and B. W. Taylor, III, "A comparative analysis of the covert job sequencing rule using various shop performance measures," International Journal of Production Research, 25, 1523-1540 (1987)
    • (1987) International Journal of Production Research , vol.25 , pp. 1523-1540
    • Russell, R.S.1    Dar-El, E.M.2    Taylor III, B.W.3
  • 60
    • 0000936343 scopus 로고
    • Intelligent scheduling with machine learning capabilities: The induction of scheduling knowledge
    • Shaw, M. J., S. Park, and N. Raman, "Intelligent scheduling with machine learning capabilities: The induction of scheduling knowledge," IIE Transactions, 24, 156-168 (1992).
    • (1992) IIE Transactions , vol.24 , pp. 156-168
    • Shaw, M.J.1    Park, S.2    Raman, N.3
  • 61
    • 0002066821 scopus 로고
    • Various optimizers for single-stage production
    • Smith, W. E., "Various optimizers for single-stage production, " Naval Research Logistics Quarterly, 3, 59-66 (1956).
    • (1956) Naval Research Logistics Quarterly , vol.3 , pp. 59-66
    • Smith, W.E.1
  • 63
    • 0026930899 scopus 로고
    • New search spaces for sequencing problems with application to job shop scheduling
    • Storer, R. H., S. D. Wu, and R. Vaccari, "New search spaces for sequencing problems with application to job shop scheduling," Management Science, 38, 1495-1509, (1992).
    • (1992) Management Science , vol.38 , pp. 1495-1509
    • Storer, R.H.1    Wu, S.D.2    Vaccari, R.3
  • 64
    • 0029387205 scopus 로고
    • Scheduling batch processing machines with incompatible job families
    • Uzsoy, R., "Scheduling batch processing machines with incompatible job families," International Journal of Production Research, 33, 2685-2708 (1995).
    • (1995) International Journal of Production Research , vol.33 , pp. 2685-2708
    • Uzsoy, R.1
  • 65
    • 0023399009 scopus 로고
    • Priority rules for job shops with weighted tardiness costs
    • Vepsalainen, A. P. J. and T. E. Morton, "Priority rules for job shops with weighted tardiness costs," Management Science, 33, 1035-1047 (1987).
    • (1987) Management Science , vol.33 , pp. 1035-1047
    • Vepsalainen, A.P.J.1    Morton, T.E.2
  • 66
    • 0029338650 scopus 로고
    • Scheduling groups of jobs on a single machine
    • Webster, S. and K. R. Baker, "Scheduling groups of jobs on a single machine," Operations Research, 43, 692-703 (1995).
    • (1995) Operations Research , vol.43 , pp. 692-703
    • Webster, S.1    Baker, K.R.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.